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Interpretable brain age prediction using linear latent variable models of functional connectivity

Neuroimaging-driven prediction of brain age, defined as the predicted biological age of a subject using only brain imaging data, is an exciting avenue of research. In this work we seek to build models of brain age based on functional connectivity while prioritizing model interpretability and underst...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Monti, Ricardo Pio, Gibberd, Alex, Roy, Sandipan, Nunes, Matthew, Lorenz, Romy, Leech, Robert, Ogawa, Takeshi, Kawanabe, Motoaki, Hyvärinen, Aapo
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7286502/
https://ncbi.nlm.nih.gov/pubmed/32520931
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0232296
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